ml_binary_classification_gridsearch_hyperOpt/pyproject.toml at main · SamoraHunter/ml_binary_classification_gridsearch_hyperOpt · GitHub

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[build-system]
requires = ["setuptools>=61.0"]
build-backend = "setuptools.build_meta"

[project]
name = "ml_grid"
version = "0.1.0"
authors = [
  { name="SamoraHunter" },
]
description = "A grid search and hyperparameter optimization framework for binary classification."
readme = "README.md"
requires-python = ">=3.10"
license = { file = "LICENSE" }
classifiers = [
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.10",
    "License :: OSI Approved :: MIT License",
    "Operating System :: OS Independent",
]

# Core runtime dependencies for the project
dependencies = [
    # Core data and ML libraries
    "pandas>=2.2.0,<2.4.0",
    "polars", #==1.9.0
    "numpy>=1.26.4,<2.0.0", # Pinned to avoid breaking changes in v2
    "scikit-learn>=1.6.0,<1.7", # Pinned to support autogluon.timeseries dependencies
    "imbalanced-learn>=0.12.4",
    "scikeras>=0.13.0",

    # Hyperparameter optimization and feature tools
    "hyperopt",#==0.2.7",
    "scikit-optimize>=0.10.2",
    "shap>=0.46.0",
    "pyimpetus>=4.1.2",
    "fuzzysearch>=0.7.3",

    # Visualization and notebook integration
    "matplotlib>=3.9.0",
    "seaborn>=0.13.2",
    "upsetplot>=0.9.0",
    "ipykernel>=6.29.5",
    "ipython>=8.0.0",
    "ipywidgets>=8.1.5",
    "tabulate>=0.9.0",
    "pydotplus>=2.0.2",
    "graphviz>=0.20.3",

    # Other utilities
    "statsmodels>=0.14.4",
    "pyarrow>=18.1.0",
    "pyyaml>=6.0.2",
    "lxml>=5.3.0",
    "pydantic>=2.5.0", # Force modern pydantic

    # Dev
    "black",
    "ruff",


]

[project.urls]
"Homepage" = "https://github.com/SamoraHunter/ml_binary_classification_gridsearch_hyperOpt"
"Bug Tracker" = "https://github.com/SamoraHunter/ml_binary_classification_gridsearch_hyperOpt/issues"

[project.optional-dependencies]
test = [
    "pytest>=7.0.0",
    "nbmake==1.4.6",
]
standard = [
    # Standard (non-time-series) AutoML and advanced libraries
    "autogluon.tabular",
    "tpot==0.12.2",
    "FLAML",
    "autokeras",
    "spacy>=3.8.0",
    "fastai",
    "tab_transformer_pytorch>=0.3.0",
    "tabpfn",
    "fitter>=1.7.1",
    "keras>=3.0.0",
    "tensorflow>=2.16.0", # Relaxed to allow resolution
    "torch>=2.2.0",      # Relaxed to allow resolution
    "torchvision>=0.15.0",
    "lightgbm>=4.5.0",
    "xgboost>=2.1.1",
    "catboost>=1.2.7",
    "h2o>=3.46.0.5",
    "ray>=2.43.0,<2.53.0",
]
ts = [
    # Time-series specific libraries
    "aeon>=1.2.0", # Core aeon toolkit
    "tsfresh",
    "prophet==1.1.3",
    "pmdarima==2.0.3",
    "gluonts>=0.14.0",
]
docs = [
    "sphinx",
    "sphinx-rtd-theme",
    "myst_parser",
    "sphinx-autoapi"
]

# Add this section to fix the package discovery error
[tool.setuptools.packages.find]
where = ["."]
include = ["ml_grid*"]
exclude = ["assets*", "notebooks*", "*_env*", "tests*", "*.egg-info", "__pycache__"]